input data to spark job is not passed to job

[robert4os]

Operating System

Linux

Version Information

az --version ml 2.28.0

Steps to reproduce

1. I am trying to submit a spark job as shown in https://github.com/Azure/azureml-examples/tree/main/cli/jobs/spark

2. The data has been uploaded as described here: https://github.com/Azure/azureml-examples/blob/main/cli/jobs/spark/data/README.md

3. This is the yml definition (partially shown)

   
   $schema: https://azuremlschemas.azureedge.net/latest/sparkJob.schema.json
   resources:
   instance_type: standard_e4s_v3
   runtime_version: "3.3" 
   type: spark
   conf:
   spark.driver.cores: 1
   spark.driver.memory: 2g
   spark.executor.cores: 2
   spark.executor.memory: 2g
   spark.executor.instances: 2
   inputs:
   input_data_step1: 
   type: uri_file
   path: azureml://datastores/workspaceblobstorex/paths/data/titanic.csv
   mode: direct
   args: >-
   --input_data_step1 ${{inputs.input_data_step1}}

4. The overview in the AML Studio shows the correct input data and I can navigate to it. 

5. Now the issue: Inside my job which runs without problems the input data argument is expanded to something like:
/mnt/var/hadoop/tmp/nm-local-dir/usercache/trusted-service-user/appcache/application_1724844698277_0001/container_1724844698277_0001_01_000001/azureml:/subscriptions/xxxxxx/resourcegroups/weg-aml-v2/workspaces/weg-aml-v2/datastores/workspaceblobstore/paths/data/titanic.csv

However this path does not exist. 
There is no indication in the logs what failed.

### Expected behavior

The input data should be passed to the spark application, such that it can be accessed.

### Actual behavior

The issue is that the input data is not passed to the spark application.

Inside the spark application which runs without problems the input data argument is expanded to something like:
/mnt/var/hadoop/tmp/nm-local-dir/usercache/trusted-service-user/appcache/application_1724844698277_0001/container_1724844698277_0001_01_000001/azureml:/subscriptions/xxxxxx/resourcegroups/weg-aml-v2/workspaces/weg-aml-v2/datastores/workspaceblobstore/paths/data/titanic.csv

However this path does not exist. 
There is no indication in the logs what failed.

### Addition information

_No response_

[robert4os]

Please note in the yml above I am pointing to 'workspaceblobstorex' (x at the end!)...

This does not even exist, but the are no complaints and the job runs through.

With the correct and existing datastore 'workspaceblobstore' it behaves the same as reported above.